{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:XQJITP4WSPQV2SGCIMTR76OGII","short_pith_number":"pith:XQJITP4W","canonical_record":{"source":{"id":"2406.12692","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:06:06Z","cross_cats_sorted":["cs.AI","cs.DB","cs.HC"],"title_canon_sha256":"5ebd9792433a9d970bd6ef3f8c8c7b3e5e582a6ebb0ebf5d7ac4972a8b46cd10","abstract_canon_sha256":"9fa6a31c65746fd30d0cec010e783e529556b0f8d91228497b217033885563c9"},"schema_version":"1.0"},"canonical_sha256":"bc1289bf9693e15d48c243271ff9c6423a38ff216aaf2ab0137a93fa22c5fd1b","source":{"kind":"arxiv","id":"2406.12692","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.12692","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"arxiv_version","alias_value":"2406.12692v3","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.12692","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"pith_short_12","alias_value":"XQJITP4WSPQV","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"pith_short_16","alias_value":"XQJITP4WSPQV2SGC","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"pith_short_8","alias_value":"XQJITP4W","created_at":"2026-07-05T09:53:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:XQJITP4WSPQV2SGCIMTR76OGII","target":"record","payload":{"canonical_record":{"source":{"id":"2406.12692","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:06:06Z","cross_cats_sorted":["cs.AI","cs.DB","cs.HC"],"title_canon_sha256":"5ebd9792433a9d970bd6ef3f8c8c7b3e5e582a6ebb0ebf5d7ac4972a8b46cd10","abstract_canon_sha256":"9fa6a31c65746fd30d0cec010e783e529556b0f8d91228497b217033885563c9"},"schema_version":"1.0"},"canonical_sha256":"bc1289bf9693e15d48c243271ff9c6423a38ff216aaf2ab0137a93fa22c5fd1b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:53:02.057560Z","signature_b64":"u87ZpPFJ+s+pKd59ltjz5VFfeaLluMARUvj+lZZYeEM/K0ShAxH14QdlYorKYsyCXHaTDbqUZfybysrxTAemDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bc1289bf9693e15d48c243271ff9c6423a38ff216aaf2ab0137a93fa22c5fd1b","last_reissued_at":"2026-07-05T09:53:02.057095Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:53:02.057095Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.12692","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:53:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"j1DUST1Wm+5S1SWBSI8dpgW91VbdKHuKnCU5c8Sv2zVPDG9K9tUbtpEPSOxuOjS+4oRpe1WEWz/xB8Vp1kFRAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:09:23.320205Z"},"content_sha256":"f2513470bac7f2a7503d8e40ea085a016032e96481b22f76f643f8723596b748","schema_version":"1.0","event_id":"sha256:f2513470bac7f2a7503d8e40ea085a016032e96481b22f76f643f8723596b748"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:XQJITP4WSPQV2SGCIMTR76OGII","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.DB","cs.HC"],"primary_cat":"cs.CL","authors_text":"Arian Askari, Christian Poelitz, Xinye Tang","submitted_at":"2024-06-18T15:06:06Z","abstract_excerpt":"Self-correction in text-to-SQL is the process of prompting large language model (LLM) to revise its previously incorrectly generated SQL, and commonly relies on manually crafted self-correction guidelines by human experts that are not only labor-intensive to produce but also limited by the human ability in identifying all potential error patterns in LLM responses. We introduce MAGIC, a novel multi-agent method that automates the creation of the self-correction guideline. MAGIC uses three specialized agents: a manager, a correction, and a feedback agent. These agents collaborate on the failures"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.12692","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2406.12692/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:53:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1rEpw5DIzOcsNkyn1HNRnlZEp9zo89OQGZ4OWUE/FnoK9pu8/s2zEEqU9IBc60xFX37qILIGfzgvPcsiNDBMCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T19:09:23.320712Z"},"content_sha256":"e4bccb302308e35cd5fce83b86ed04549083357c486be3c531326c6fedfb9ac9","schema_version":"1.0","event_id":"sha256:e4bccb302308e35cd5fce83b86ed04549083357c486be3c531326c6fedfb9ac9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XQJITP4WSPQV2SGCIMTR76OGII/bundle.json","state_url":"https://pith.science/pith/XQJITP4WSPQV2SGCIMTR76OGII/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XQJITP4WSPQV2SGCIMTR76OGII/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-03T19:09:23Z","links":{"resolver":"https://pith.science/pith/XQJITP4WSPQV2SGCIMTR76OGII","bundle":"https://pith.science/pith/XQJITP4WSPQV2SGCIMTR76OGII/bundle.json","state":"https://pith.science/pith/XQJITP4WSPQV2SGCIMTR76OGII/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XQJITP4WSPQV2SGCIMTR76OGII/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:XQJITP4WSPQV2SGCIMTR76OGII","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"9fa6a31c65746fd30d0cec010e783e529556b0f8d91228497b217033885563c9","cross_cats_sorted":["cs.AI","cs.DB","cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:06:06Z","title_canon_sha256":"5ebd9792433a9d970bd6ef3f8c8c7b3e5e582a6ebb0ebf5d7ac4972a8b46cd10"},"schema_version":"1.0","source":{"id":"2406.12692","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.12692","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"arxiv_version","alias_value":"2406.12692v3","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.12692","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"pith_short_12","alias_value":"XQJITP4WSPQV","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"pith_short_16","alias_value":"XQJITP4WSPQV2SGC","created_at":"2026-07-05T09:53:02Z"},{"alias_kind":"pith_short_8","alias_value":"XQJITP4W","created_at":"2026-07-05T09:53:02Z"}],"graph_snapshots":[{"event_id":"sha256:e4bccb302308e35cd5fce83b86ed04549083357c486be3c531326c6fedfb9ac9","target":"graph","created_at":"2026-07-05T09:53:02Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2406.12692/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Self-correction in text-to-SQL is the process of prompting large language model (LLM) to revise its previously incorrectly generated SQL, and commonly relies on manually crafted self-correction guidelines by human experts that are not only labor-intensive to produce but also limited by the human ability in identifying all potential error patterns in LLM responses. We introduce MAGIC, a novel multi-agent method that automates the creation of the self-correction guideline. MAGIC uses three specialized agents: a manager, a correction, and a feedback agent. These agents collaborate on the failures","authors_text":"Arian Askari, Christian Poelitz, Xinye Tang","cross_cats":["cs.AI","cs.DB","cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:06:06Z","title":"MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.12692","kind":"arxiv","version":3},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f2513470bac7f2a7503d8e40ea085a016032e96481b22f76f643f8723596b748","target":"record","created_at":"2026-07-05T09:53:02Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"9fa6a31c65746fd30d0cec010e783e529556b0f8d91228497b217033885563c9","cross_cats_sorted":["cs.AI","cs.DB","cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:06:06Z","title_canon_sha256":"5ebd9792433a9d970bd6ef3f8c8c7b3e5e582a6ebb0ebf5d7ac4972a8b46cd10"},"schema_version":"1.0","source":{"id":"2406.12692","kind":"arxiv","version":3}},"canonical_sha256":"bc1289bf9693e15d48c243271ff9c6423a38ff216aaf2ab0137a93fa22c5fd1b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bc1289bf9693e15d48c243271ff9c6423a38ff216aaf2ab0137a93fa22c5fd1b","first_computed_at":"2026-07-05T09:53:02.057095Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:53:02.057095Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"u87ZpPFJ+s+pKd59ltjz5VFfeaLluMARUvj+lZZYeEM/K0ShAxH14QdlYorKYsyCXHaTDbqUZfybysrxTAemDw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:53:02.057560Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.12692","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f2513470bac7f2a7503d8e40ea085a016032e96481b22f76f643f8723596b748","sha256:e4bccb302308e35cd5fce83b86ed04549083357c486be3c531326c6fedfb9ac9"],"state_sha256":"9e8bcdfc96dcb0521db774a0a7b90b88863b67b12cf38d3e162a3b77a466d1fd"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PPPoLuDxvKcc3CslrBOM5HdgN+a8BUffZiCrtzZuTNBGO2VLCEVlb4tmP9pO+VYHYMl0srM7vY23+7PiYFetDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T19:09:23.324386Z","bundle_sha256":"5519e1b5ab495cdaa763876e0417c0606eee183345d890c96a659dca3f292ccb"}}